Fold 1 - Understanding why coefficient 20236 was selected
Tag: FEMININE DRESS
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 8
Unique residual values tried: 6
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 20236 | 5.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 3286804 | 5.000397 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -721728 | 7.000000 | -13.12.1.2 | -2.1.12.13 (-(2*71^3 + 5041 + 12*71 + 13)) | No | |
| -20236 | 7.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 3307040 | 7.000000 | 2.2.17.9 | 9.17.2.2 (9*71^3 + 17*71^2 + 2*71 + 2) | No |
These are the training products that have the "FEMININE DRESS" tag (processing sequence 1174). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 881 | Devi- Pink | 3307040 | COLORFUL DRESSES, ELEGANT DRESSES | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | FLOWY DRESSES, HUMANS OF RIXO, LIGHT WIEHT DRESSES, RIXO DRESSES | |
| 1051 | Rosheen -Red | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | BEST DRESS, COLORFUL DRESSES, ELEGANT DRESSES | 3266568 | HUMANS OF RIXO, RIXO DRESSES | |
| 1082 | Wild Heart Mini Slip | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 922 | Firtah | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 924 | Fleur | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | -20236 | FLOWY DRESSES, LIGHT WIEHT DRESSES, MAXI DRESSES | ||
| 875 | Delfina | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | -20236 | LIGHT WIEHT DRESSES | ||
| 1085 | Zadie -Spring Ink | -20236 | BEST DRESS, COLORFUL DRESSES | -40472 | FLORAL PATTERNS, FLORAL PATTERS, FLOWY DRESSES, LIGHT WIEHT DRESSES, RIXO DRESSES | ||
| 994 | Kristen -Navy | -721728 | NAVY, BEST DRESS, BOHEMIAN STYLE, ELEGANT DRESSES | -741964 | FLOWY DRESSES, MAXI DRESSES, RIXO DRESSES |